Universiti Teknologi Malaysia Institutional Repository

Inferential control of fatty acid fractionation column

Lim, W. P. and Ahmad, Arshad (2004) Inferential control of fatty acid fractionation column. In: 18th Symposium of Malaysian Chemical Engineers (SOMChe) 2004, 13 - 14 Dec. 2004, UTP, Perak, Malaysia.

[img]
Preview
PDF
1511Kb

Abstract

Inferential control is now considered a good strategy to deal with difficulties in providing on-line measurement for product properties. This paper presents the application of inferential control in fatty acid fractionation column. Here, product compositions are estimated on-line using an empirical model based on Partial Least Square (PLS) regression. A number of refinements to the standard PLS models were introduced to improve both the accuracy and robustness of the estimator. These schemes were evaluated against various process uncertainties including large and frequent disturbances. The results confirmed the superiority of this approach over the usually adopted tray temperature control system.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:Fatty acid fractionation column, inferential control, on-line estimation, partial least squares regression
Subjects:T Technology > T Technology (General)
Divisions:Chemical and Natural Resources Engineering (Formerly known)
ID Code:5985
Deposited By: Norhani Jusoh
Deposited On:28 Jul 2008 07:55
Last Modified:01 Jun 2010 15:37

Repository Staff Only: item control page